Title :
A fast algorithm for region-oriented texture coding
Author :
Cermelli, M. ; Lavagetto, F. ; Pampolini, M.
Author_Institution :
Dept. of Comput. Sci., Genoa Univ., Italy
Abstract :
This paper addresses the framework of object-oriented image coding, describing a new algorithm, based on monodimensional Legendre polynomials, for texture approximation. Through the use of 1D orthogonal basis functions, the computational complexity which usually makes prohibitive most 2D region-oriented approaches is significantly reduced, while only a slight increment of distortion is introduced. With the aim of preserving the bidimensional intersample correlation of texture information as much as possible, suitable pseudo-bidimensional basis functions have been used, yielding significant improvements with respect to the straightforward 1D approach. The algorithm has been experimented with, for coding still images as well as motion compensated sequences, showing interesting possibilities of application for very low bit rate video coding
Keywords :
Legendre polynomials; computational complexity; image coding; image segmentation; image sequences; image texture; motion compensation; motion estimation; object-oriented methods; video coding; 1D orthogonal basis functions; 2D region-oriented approaches; bidimensional intersample correlation; coding still images; computational complexity; distortion; fast algorithm; monodimensional Legendre polynomials; motion compensated sequences; object-oriented image coding; pseudo-bidimensional basis functions; region-oriented texture coding; texture approximation; very low bit rate video coding; Approximation algorithms; Bit rate; Computational complexity; Equations; Image coding; Layout; Object oriented modeling; Polynomials; Video coding; Video compression;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389476